AI-generated image detection on AIGIBench FaceSwap
77.6AccuracyFatFormer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FatFormerevaluation_strategy=cross-model2025.01 | 77.6 | 83.4 | |
| C2P-CLIPevaluation_strategy=cross-model2025.01 | 73.5 | 82.2 | |
| UnivFDevaluation_strategy=cross-model2025.01 | 69.3 | 79.4 | |
| LEGOVenue=-2026.05 | 68.1 | 82.8 | |
| DFFreqevaluation_strategy=cross-model2025.01 | 50.8 | 66.8 | |
| CNN-Spotevaluation_strategy=cross-model2025.01 | 50 | 44.3 | |
| AIDEevaluation_strategy=cross-model2025.01 | 46.7 | 43.7 | |
| LaDeDaevaluation_strategy=cross-model2025.01 | 41.2 | 40.2 | |
| NPRevaluation_strategy=cross-model2025.01 | 41.1 | 39.5 | |
| FreqNetevaluation_strategy=cross-model2025.01 | 40.4 | 43.4 | |
| LGradevaluation_strategy=cross-model2025.01 | 28.2 | 33.3 |